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Suppression of Impulse Noise in Medical Images with the Use of Fuzzy Adaptive Median Filter

✍ Scribed by Abdullah Toprak; İnan Güler

Publisher
Springer US
Year
2006
Tongue
English
Weight
350 KB
Volume
30
Category
Article
ISSN
0148-5598

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A neural network adaptive filter is introduced for the removal of impulse noise in digital images. Using pixel classification by a self-organising neural network to detect the positions of the noisy pixels, the filter is able to effectively eliminate the impulses while retaining image integrity. Det